Prediction Audit: Tre Penne vs Cosmos Prediction, Odds & AI Betting Tips

Sep 04, 2026 - 19:15
2 1.46
0 1.14
xG Accuracy: 63%

AI correctly predicted the Tre Penne win.

The match finished 2–0, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade B-

Each row compares the pre-match model lean to the full-time result.

  • Market Prediction Result Outcome
  • Over / Under 2.5 Under 2.5 Under 2.5 (2 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Tre Penne Tre Penne ✔ Correct
  • Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 2-0 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices Tre Penne higher than the statistical model.

Largest probability gap: Tre Penne -12.0 pp

Outcome Model Closing Market Difference Signal
Tre Penne 42.9% 54.8% -12.0 pp Market Higher
Draw 29.2% 25.3% +3.9 pp Aligned
Cosmos 27.9% 19.9% +8.0 pp Model Higher

The closing market estimates Tre Penne's win probability at 54.8%, compared with the model's estimate of 42.9%, a difference of 12.0 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.

Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.

After full time, the model's directional lean matched the result (Tre Penne win 2–0).

Market Assessment

The market is materially more optimistic about Tre Penne than the current fair estimate.

  • Investors may be incorporating information not fully reflected in the baseline model.
  • Tournament-specific context can shift market pricing.

Post Match Insights

What worked

  • Under 2.5 goals aligned with the xG profile
  • Exact score 2–0 fell within the model's highlighted bins

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Tre Penne higher (54.9% vs model 42.9%, 12.0 pp), but the model's lean was validated (Tre Penne win 2–0).

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Prediction Timeline

How this prediction moved from forecast to full-time review.

  1. Sep 04, 2026 · 19:14 UTC Forecast generated
    • Model 1X2 · Tre Penne 42.9% · Draw 29.2% · Cosmos 27.9%
    • xG · Tre Penne 1.46 — Cosmos 1.14
  2. Sep 04, 2026 · 18:48 UTC Opening odds snapshot PRE30
    • 1X2 odds · Tre Penne 1.64 · Draw 3.56 · Cosmos 4.52
    • Implied 1X2 · Tre Penne 54.8% · Draw 25.3% · Cosmos 19.9%
    • Bookmaker · Pinnacle
  3. Sep 04, 2026 · 19:14 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Tre Penne 1.64 · Draw 3.56 · Cosmos 4.52
    • Implied 1X2 · Tre Penne 54.8% · Draw 25.3% · Cosmos 19.9%
    • Bookmaker · Pinnacle
  4. Sep 04, 2026 · 19:15 UTC Kickoff
  5. FT Full-time result Tre Penne win · 2–0
  6. FT Prediction validated Directional lean matched full-time result
  7. Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Monitor
Historical Decision Monitor
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Warning
  • Large market gap (12 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 40/100
Betting Confidence 45/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 29, 2026 · 03:08 UTC Snapshot ID: dp-5931253

Closing Odds 1.64
AI Fair Odds —
CLV Pending
Final Result Tre Penne win · Tre Penne 2–0 Cosmos
Prediction ✔ Correct
Decision Grade B-

Model Performance

This prediction contributes to:

  • Primary Bets ROI (180d): -100.0%

Review FAQ

How accurate was the prediction?
This page grades directional markets (1X2, Over/Under 2.5, BTTS) against the full-time result. The prediction grade reflects how many of those tracked markets matched reality.
What does xG Accuracy measure?
xG Accuracy compares the model's pre-match expected-goals profile to the actual scoreline — not whether every market hit. A strong directional review can coexist with a moderate xG accuracy score.
Why wasn't the exact score predicted?
Correct-score outcomes are low-probability tails even when the model reads the match profile well. We highlight top score bins for context; missing the exact line does not invalidate a directional review.
Does this improve the AI record?
Each finished match is logged in our validation pipeline. Aggregated hit rates and CLV studies are published separately — this page is the per-match audit trail.

Predictions are for informational purposes only. Always gamble responsibly and within your limits. Past performance does not guarantee future results.

AI match briefing

AI Match Summary

Pre-match snapshot for this fixture.

  • League: Campionato
  • Fixture: Tre Penne vs Cosmos
  • Kickoff: 2026-09-04 19:15:00
  • 1X2 (model): Home 42.9% · Draw 29.2% · Away 27.9%
  • xG (showing): Tre Penne 1.46 — Cosmos 1.14 (total xG ≈ 2.6)
  • Value headline: None — no positive EV on tracked lines at current best prices (same as the decision block: no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 53.8% · No 46.2%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 53.8% · No 46.2%
  • Correct score (top bin): 1-1 (12.4%)

When book depth is thin or odds are missing, EV may be unavailable even though the model still prefers one side on totals or BTTS — wait for cleaner prices or skip.

Most likely correct score stays a low-probability tail: use it for context, not as a must-bet story.

Historical Recommendation

Historical Decision: Monitor

Outcome: Validated — Pre-match lean validated against the full-time result.

Risk Factors Considered Before Kickoff

  • Price movement: implied probabilities and EV move with odds.
  • Sample / data gaps: low-information leagues widen forecast bands.
  • In-play state: goals and red cards are not modelled here.
  • Scoreline variance: the most likely scoreline is still usually a low absolute probability outcome (often well below 20%).

Last Updated

October 03, 2026 (UTC)

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Campionato Campionato — Standings
# TEAM MP W D L PTS
1 Folgore 4 4 0 0 12
2 Tre Penne 4 4 0 0 12
3 Virtus 4 3 1 0 10
4 Tre Fiori 4 3 0 1 9
5 Cosmos 4 2 1 1 7
6 Domagnano 4 2 0 2 6
7 La Fiorita 4 1 3 0 6
8 Libertas 4 1 2 1 5
9 Fiorentino 4 1 1 2 4
10 Juvenes / Dogana 4 1 0 3 3
11 Cailungo 4 1 0 3 3
12 Murata 4 1 0 3 3
13 San Giovanni 4 1 0 3 3
14 Pennarossa 4 1 0 3 3
15 San Marino Academy 4 0 2 2 2
16 Faetano 4 0 2 2 2
# TEAM MP GS GC +/- PTS
1 Tre Fiori 4 14 5 +9 9
2 Folgore 4 10 1 +9 12
3 Tre Penne 4 9 2 +7 12
4 Cosmos 4 9 4 +5 7
5 Domagnano 4 7 6 +1 6
6 Pennarossa 4 7 16 -9 3
7 Virtus 4 6 2 +4 10
8 Juvenes / Dogana 4 6 6 0 3
9 La Fiorita 4 4 3 +1 6
10 Libertas 4 4 5 -1 5
11 Fiorentino 4 4 5 -1 4
12 Cailungo 4 4 5 -1 3
13 Murata 4 4 10 -6 3
14 San Giovanni 4 4 10 -6 3
15 San Marino Academy 4 1 5 -4 2
16 Faetano 4 1 9 -8 2